{"id":"W6931695396","doi":"10.5281/zenodo.7704071","title":"Astragalus trichopodus var. lonchus Barneby, Barneby, Mem.","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stipule; Key (lock); Digital media; Astragalus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001067593,0.0007307937,0.0002962818,0.001869703,0.001469973,0.000440806,0.0005442107,0.0004153704,0.0624507],"category_scores_gemma":[0.0003307828,0.000339473,0.0001870237,0.001575697,0.0003714249,0.001205953,0.0005746752,0.0007280958,0.03258827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001201324,"about_ca_system_score_gemma":0.0006149931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07938965,"about_ca_topic_score_gemma":0.2266674,"domain_scores_codex":[0.9998794,0.00001331263,0.0000141956,0.0000339885,0.00004399995,0.00001514968],"domain_scores_gemma":[0.9998019,0.00002343903,0.00004444123,0.00001534812,0.00008998357,0.00002482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002063064,0.00004459502,0.009386869,0.000599537,0.00003549195,0.000545612,0.0007059316,0.0001328718,0.007180801,0.002319587,0.464304,0.5145383],"study_design_scores_gemma":[0.00001375307,0.00003994652,0.05459433,0.0001783883,0.0000220759,0.0007281302,0.0004035631,0.00004397567,0.0009657674,0.0003203638,0.9426814,0.000008265913],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01941356,0.04608577,0.001126927,0.002979337,0.002089364,0.0003024265,0.01600912,0.0004883163,0.9115051],"genre_scores_gemma":[0.178127,0.02634944,0.003107907,0.001473748,0.001082976,0.000488059,0.01411588,0.0003330388,0.7749221],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07938965,"threshold_uncertainty_score":0.2089185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1712207066969294,"score_gpt":0.3516446875770144,"score_spread":0.1804239808800851,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}